Course Archives    Theoretical Statistics and Mathematics Unit
Course: Statistics II
Time: Currently not offered
Level: Undergraduate
Syllabus
Past Exams


Syllabus

Theory and Methods of Estimation and Hypothesis testing, Sufficiency, Exponential family, Bayesian methods, Moment methods, Maximum likelihood estimation, Criteria for estimators, UMVUE, Large sample theory: Consistency; asymptotic normality, Confidence intervals, Elements of hypothesis testing; Neyman-Pearson Theory, UMP tests, Likelihood ratio and related tests, Large sample tests

Suggested References:

1. George Casella and Roger L Berger: Statistical Inference
2. Peter J Bickel and Kjell A Doksum: Mathematical Statistics
3. Erich L Lehmann and George Casella: Theory of Point Estimation
4. Erich L Lehmann and Joseph P Romano: Testing Statistical Hypotheses

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Past Exams
Midterm
03.pdf 04.pdf 06.pdf 09.pdf 10.pdf 12.pdf 13.pdf 14.pdf 15.pdf 16.pdf 17.pdf
Semestral
02.pdf 04.pdf 06.pdf 09.pdf 10.pdf 11.pdf 12.pdf 13.pdf 15.pdf 16.pdf 17.pdf
Supplementary and Back Paper
04.pdf 06.pdf 09.pdf 10.pdf 11.pdf 12.pdf 15.pdf 16.pdf 16S.pdf 17.pdf

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[ Semester Schedule ] [ Statmath Unit ] [Indian Statistical Institute]